How to use lohithaaa/LegalMind-Gemma4-31B-BillAnalyst with PEFT:
from peft import PeftModel from transformers import AutoModelForCausalLM base_model = AutoModelForCausalLM.from_pretrained("google/gemma-4-31B-it") model = PeftModel.from_pretrained(base_model, "lohithaaa/LegalMind-Gemma4-31B-BillAnalyst")
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